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Lastly, it is also worth mentioning that apart from reporting R 2 and Q 2 values as a measure of quality of a model, a receiver operating characteristic (ROC) plot of both training and overlaid test predictions is needed to claim utility of a particular predictive model

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Disclosure of interest: Sophie Badcock: nothing to disclose E-Posters - RECOVERY, REHABILITATION AND OUTCOME 03.00 - RECOVERY, REHABILITATION AND OUTCOME - 03.02 - LIFE AFTER STROKE P2303 - ESOC25-2152 FEASIBILITY OF A TRANSDISCIPLINARY, HOME-BASED INTERVENTION TARGETING BALANCE SELF-EFFICACY TO IMPROVE PHYSICAL ACTIVITY AMONG URBAN-DWELLING, MILD STROKE PATIENTS Yuzhu Huang 1 , Keri Fisher 1 , Stephanie Assuras 1 , Juan Meyreles 1 , Kevin Strobino 1 , Carmen Castillo 1 , Xinyue Zhu 1 , Adriana Arcia 2 , Clare Bassile 1 , Olajide Williams 1 , Lori Quinn 1 , Imama Naqvi 1 1 Columbia University Irving Medical Center, New York, United States, 2 University of San Diego Hahn School of Nursing and Health Science, San Diego, United States Background and Aims: Low physical activity (PA) is common among stroke patients, even those with mild impairments, suggesting factors beyond motor function, such as balance self-efficacy, affect PA

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However, in more recent years, the organization has split into two parts (there was a third part, the Life Extension Pharmacy, but it was short-lived and no longer exists): The non-profit organization Biomedical Research and Longevity Society, Inc